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Statistics 3.0/10

Sample Variance Under Serial Correlation

Three observations X₁, X₂, X₃ each have mean μ and variance 1, with Corr(Xᵢ, Xⱼ) = (1/2)^|i − j| (a first-order autoregressive pattern). Let S² = (1/2) Σ (Xᵢ − X̄)². Find E[S²] as a reduced fraction.

Related problems & prerequisites

Worth solving first

Source: Original problem written for AxiomIQ; expectation of the sample variance for dependent data.